A new correlation coefficient, its orthogonal decomposition and associated tests of independence

Wicher P. Bergsma

A possible drawback of the ordinary correlation coefficient $\rho$ for two real random variables $X$ and $Y$ is that zero correlation does not imply independence. In this paper we int…